In this R tutorial, we will review credit scoring of mortgage loans and the criteria that cause an applicant to be rejected. This will be the review of each applicant and review the percentage of the applications that were approved but should have been rejected. The risk of loaning mortgages inquires…

In this R tutorial, we will use data analysis for mushrooms. Every year many people become sick or even die from eating mushrooms that are poisonous. The purpose of this report to is to show the distinction between edible and non-edible mushrooms. The differences will be created by the odor…

Machine learning and data mining are two new, growing fields of study. They involve trying to make sense of massive amounts of information. Usually, the process involves the analysis of different datasets with statistical models in order to gain a clear picture of relationships that may not appear obvious. Companies…

Artificial intelligence as a field and a practice is based on algorithms. Those functions allow input to become output. Tracking and tweaking inputs allow machines to learn and accomplish amazing feats. However, constant focus on inputs and machines can distort the focus of other, equally important aspects of the artificial…

Artificial intelligence and machine learning are popular, growing fields throughout the global economy. There is considerable interest in the machines used for these processes and the machine learning algorithm needed to make sense of massive quantities of data. However, a machine learning algorithm needs to be properly processed in order…